RFM Score Calculator
Recency is the strongest of the three.
RFM score
4-4-4
Loyal, 12 of 15
Recency is the strongest predictor of the three — a customer who bought last week is far more likely to buy again than one who bought ten times two years ago. Segmenting on RFM and treating each group differently beats sending everyone the same campaign by a wide margin.
How the RFM Score Calculator works
A customer who bought last week is far more likely to buy again than one who bought ten times two years ago. Recency does most of the predictive work in RFM, which is why a segmentation that weights all three equally usually underperforms one that leans on it.
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Frequently asked questions
What is RFM?
Recency, frequency and monetary value — three scores from 1 to 5 that together segment a customer base. It is one of the oldest segmentation methods and still one of the most useful.
Why does recency matter most?
Because it captures current engagement rather than history. Someone who has drifted away is unlikely to return regardless of how much they once spent.
How do I set the score bands?
Quintiles of your own customer base work well — the top fifth score 5, the next fifth 4, and so on. Fixed thresholds age badly as the business changes.
What do I do with the segments?
Different treatment. Champions get early access and referrals asked; at-risk customers get a win-back; new customers get onboarding. Sending all of them the same campaign wastes the segmentation entirely.